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Can anyone explain Entropy in Artificial Intelligence?

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Entropy in Artificial Intelligence is to calculate the impurity of the group that helps to make a better split of data. Entropy is a measure that is used to check the homogeneity of the data. Entropy is calculated using the following formula:

Entropy = ∑ -pi log2 (pi)

where pi is the probability of ith class

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